datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
StartYourOwnGoldMine-Sampling-Series-Datasetphi2_rejection_sampling
Phi-2 Rejection Sampling
The Phi-2 Rejection Sampling dataset is an English-language dataset consisting of 10 prompts and responses generated by Phi-2 and graded by the OpenAssistant's reward model.
Dataset Details
Dataset Description
The Phi-2 Rejection Sampling dataset is a small (n = 10) English-language dataset. This dataset was created with the purpose was to demonstrate a feedback pipeline where in which Phi-2 would interact with the OpenAssistant reward… See the full description on the dataset page: https://huggingface.co/datasets/BluefinTuna/phi2_rejection_sampling.clinical-quad-pk-sampling-window-deviation-bioanalytical-variance-dose-adjustment-interim-v0.1Clarus Clinical Quad Coupling PK Integrity v0.1
PurposeDetect PK integrity distortion driven by four interacting nodes.
Quad nodes
Sampling window deviation
Bioanalytical or stability variance
Dose adjustment decisions
Governance interim or submission timing
InputOne vignette.
OutputStrict JSON only.
Required keys
pk_integrity_risk
risk_type
driver_nodes
recommended_action
action_detail
rationale
confidence
Filesdata/train.csvdata/test.csvscorer.py
Run scoringCreate… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-pk-sampling-window-deviation-bioanalytical-variance-dose-adjustment-interim-v0.1.clinical-quad-pk-sampling-sparse-data-model-misspecification-dose-recommendation-error-v0.1Clinical Quad PK Sampling Sparse Data Model Misspecification Dose Recommendation Error v0.1
Each row is a site monthly snapshot.
Core quad
PK sampling densitySparse dataModel misspecificationDose recommendation error
Target
label_decision_error_risk_next_90d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
This dataset identifies a measurable coupling pattern associated with systemic instability.… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-pk-sampling-sparse-data-model-misspecification-dose-recommendation-error-v0.1.negative-samplingRandom_Sampling_ParsingMistral_7b_sft_beta_SamplingsSamplings_tulu_8B